AI Product Manager
Master's candidate exploring the intersection of machine learning, natural language understanding, and human-computer interaction. Building systems that are not just intelligent, but interpretable and equitable.
Developed a machine learning model to predict student stress levels based on academic performance and behavioral data. Achieved 85% accuracy in identifying at-risk students.
Implemented a teacher-student network for detecting surface defects with only 50 labeled examples. Achieved 97.3% AUROC on MVTec-AD, outperforming fully-supervised baselines with 10× less labeled data.
P2PCT: A study on Training peer to peer mental health counselling using LLM Chatbot.
Chiang Mai Air Quality Alert System: End to End MlOps pipeline for PM 2.5 forecasting.
Designed and structured a database for World University Rankings, defined tables and relationships, cleaned and organized data, ensured data integrity, and optimized queries. Enabled efficient storage, retrieval, and analysis to support insights, reporting, and visualization of ranking trends. Database created: SQL-Mysql, NOsql-MongoDB, GraphDB-Neo4j.
A fully functional e-commerce website focused on multicultural and traditional attire, built using React for the frontend, Supabase for both backend and database. Deployed on Vercel, it features user authentication, product browsing, shopping cart functionality, and a secure checkout process without payment processing.
Prospective Research segment - AI Driven Demand Forecasting: An economic multiplier effect analysis on Farmer's Income.
Collaborating with agritech researchers to deploy AI-powered IoT systems that integrate real-time sensor data with machine learning models, enabling precision agriculture, adaptive irrigation, and predictive climate modeling for resilient and sustainable farming systems.
Human-Centered Design of Explainable AI Interfaces for Demand Forecasting: Enhancing Farmer Decision-Making and Income Outcomes.
Specialization in Information Systems Management and Artificial Intelligence.
Learning by doing approach. Completed 6 months of intensive training at Webpoint (IT company). Gained practical experience through hands-on projects and real-world applications, covering a wide range of IT topics and skills.
Worked as a full time corporate in the public companies of Nepal. Had an experience of Business Development, Marketing and Sales in the field of Insurance, Banking and Education.
Fully Funded Scholarship recipient from Indian government. Graduated as University Rank Holder. Specialized in corporate taxation, banking and finance. Completed a project report on "Consumer Attitude towards Lo'real product in Davangere city".